Triple

T1609954
Position Surface form Disambiguated ID Type / Status
Subject Constantinos A. Doxiadis E34593 entity
Predicate notableWork P4 FINISHED
Object Ekistics: An Introduction to the Science of Human Settlements
"Ekistics: An Introduction to the Science of Human Settlements" is a foundational work that systematically outlines the principles and methods for planning and organizing human settlements of all scales, from individual dwellings to entire regions.
E183078 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ekistics: An Introduction to the Science of Human Settlements | Statement: [Constantinos A. Doxiadis, notableWork, Ekistics: An Introduction to the Science of Human Settlements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ekistics: An Introduction to the Science of Human Settlements
Context triple: [Constantinos A. Doxiadis, notableWork, Ekistics: An Introduction to the Science of Human Settlements]
  • A. Athens Charter on functional city planning
    The Athens Charter on functional city planning is a landmark 20th-century urban planning manifesto that codified modernist principles of zoning, housing, transportation, and green space to guide the rational organization of cities.
  • B. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • C. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • D. Complexity and Contradiction in Architecture
    Complexity and Contradiction in Architecture is a seminal 1966 book by architect Robert Venturi that challenged modernist simplicity and helped lay the theoretical foundations of postmodern architecture.
  • E. Garden city movement
    The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ekistics: An Introduction to the Science of Human Settlements
Triple: [Constantinos A. Doxiadis, notableWork, Ekistics: An Introduction to the Science of Human Settlements]
Generated description
"Ekistics: An Introduction to the Science of Human Settlements" is a foundational work that systematically outlines the principles and methods for planning and organizing human settlements of all scales, from individual dwellings to entire regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ekistics: An Introduction to the Science of Human Settlements
Target entity description: "Ekistics: An Introduction to the Science of Human Settlements" is a foundational work that systematically outlines the principles and methods for planning and organizing human settlements of all scales, from individual dwellings to entire regions.
  • A. Athens Charter on functional city planning
    The Athens Charter on functional city planning is a landmark 20th-century urban planning manifesto that codified modernist principles of zoning, housing, transportation, and green space to guide the rational organization of cities.
  • B. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • C. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • D. Complexity and Contradiction in Architecture
    Complexity and Contradiction in Architecture is a seminal 1966 book by architect Robert Venturi that challenged modernist simplicity and helped lay the theoretical foundations of postmodern architecture.
  • E. Garden city movement
    The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa622a84548190a66d45eec70f9b85 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c2f038819093690bff46056939 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52ebf6a08190b870e3e02d22ea69 completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad5341856881909a31b4cee958e843 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.